AIMC Topic: Telecommunications

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Customer churn modeling in telecommunication using a novel multi-objective evolutionary clustering-based ensemble learning.

PloS one Jun 6, 2024
Customer churn prediction is vital for organizations to mitigate costs and foster growth. Ensemble learning models are commonly used for churn prediction. Diversity and prediction performance are two essential principles for constructing ensemble cla...
Humans Machine Learning Cluster Analysis Consumer Behavior Telecommunications Algorithms Models, Theoretical
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Churn prediction in telecommunication industry using kernel Support Vector Machines.

PloS one May 24, 2022
In this age of fierce competitions, customer retention is one of the most important tasks for many companies. Many previous works proposed models to predict customer churn based on various machine learning techniques. In this study, we proposed an ad...
Telecommunications Algorithms Support Vector Machine Machine Learning
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A multilayer perceptron neural network approach for the solution of hyperbolic telegraph equations.

Network (Bristol, England) Jan 3, 2022
Neural networks have been extensively used for solving differential equations in the past, but they rely mostly on computationally expensive gradient-based numerical optimization procedure for solving differential equations. In this work, we are intr...
Neural Networks, Computer Algorithms Telecommunications Reproducibility of Results
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Telepresence robots: Encouraging interactive communication between family carers and people with dementia.

Australasian journal on ageing Jul 31, 2019
OBJECTIVE: The aim of the study was to explore the feasibility of using telepresence robots to encourage interactive communication in dementia care, from the perspective of family carers.
Female Aged Aged, 80 and over Humans Middle Aged User-Computer Interface Dementia Adult Male Caregivers Robotics Telecommunications Family
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Using telepresence for social connection: views of older people with dementia, families, and health professionals from a mixed methods pilot study.

Aging & mental health Nov 17, 2018
To explore the acceptability of telepresence robots in dementia care from the perspectives of people with dementia, family carers, and health professionals/trainees, and investigate the utility of a social presence assessment tool, the Modified-Temp...
Telecommunications Middle Aged Pilot Projects Dementia Robotics Attitude of Health Personnel Humans Adult Female Male Aged Aged, 80 and over
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The Internet of Skills: use of fifth-generation telecommunications, haptics and artificial intelligence in robotic surgery.

BJU international Jun 10, 2018
Internet Telemedicine Telecommunications Artificial Intelligence Robotics Robotic Surgical Procedures Humans
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Tele-Manipulation with Two Asymmetric Slaves: Two Operators Perform Better Than One.

IEEE transactions on haptics Oct 4, 2017
Certain tele-manipulation tasks require manipulation by two asymmetric slaves, for example, a crane for hoisting and a dexterous robotic arm for fine manipulation. It is unclear how to best design human-in-the-loop control over two asymmetric slaves....
User-Computer Interface Computer Systems Humans Task Performance and Analysis Telecommunications Male Robotics Young Adult Man-Machine Systems Adolescent Adult
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Adaptive Neural Synchronization Control for Bilateral Teleoperation Systems With Time Delay and Backlash-Like Hysteresis.

IEEE transactions on cybernetics Jan 10, 2017
This paper considers the master and slave synchronization control for bilateral teleoperation systems with time delay and backlash-like hysteresis. Based on radial basis functions neural networks' approximation capabilities, two improved adaptive neu...
Humans Neural Networks, Computer Cybernetics Time Factors Telecommunications Signal Processing, Computer-Assisted
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Neural-Learning-Based Telerobot Control With Guaranteed Performance.

IEEE transactions on cybernetics Jun 21, 2016
In this paper, a neural networks (NNs) enhanced telerobot control system is designed and tested on a Baxter robot. Guaranteed performance of the telerobot control system is achieved at both kinematic and dynamic levels. At kinematic level, automatic ...
Equipment Design Telecommunications Neural Networks, Computer Image Processing, Computer-Assisted Biomechanical Phenomena Robotics
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Evolution of Collective Behaviors for a Real Swarm of Aquatic Surface Robots.

PloS one Mar 21, 2016
Swarm robotics is a promising approach for the coordination of large numbers of robots. While previous studies have shown that evolutionary robotics techniques can be applied to obtain robust and efficient self-organized behaviors for robot swarms, m...
Telecommunications Cluster Analysis Task Performance and Analysis Robotics Portugal
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